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https://dev.mysql.com/doc/heatwave/en/mys-hw-limitations-variables.html
A group_concat_max_len session variable with a value that exceeds the maximum MySQL HeatWave column length (65532 bytes). time_zone and timestamp variable settings are not passed to MySQL HeatWave when queries are offloaded.
https://dev.mysql.com/doc/heatwave/en/mys-hw-rpd-ml-stats-table.html
Note The Performance Schema table described here is available as of MySQL 9.0.0. Support for MySQL HeatWave GenAI routines is available as of MySQL 9.0.1-u1. The rpd_ml_stats table tracks the usage of successful MySQL HeatWave routines. The ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-learn-with-genai.html
Available as of MySQL 9.4.0, the NL2ML routine enables you to learn about MySQL HeatWave AutoML by leveraging Oracle Cloud Infrastructure Generative AI (OCI) and asking questions in natural language. Before You Begin Overview Use Oracle Cloud ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-ml-model-import.html
Use the ML_MODEL_IMPORT routine to import a pre-trained model into your model catalog. To learn how to use ML_MODEL_IMPORT to share models, see Share a Model. ML_MODEL_IMPORT Overview ML_MODEL_IMPORT Syntax ML_MODEL_IMPORT Parameters Syntax ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-ml-model-metadata.html
The model_metadata column in the model catalog allows you to view detailed information on trained models. For example, you can view the algorithm used to train the model, the columns in the training table, and values for the model explanation. When ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-ml-train.html
Run the ML_TRAIN routine on a training dataset to produce a trained machine learning model. MySQL 9.0.0 introduces changes to how MySQL HeatWave AutoML stores models. Before training models, make sure to review the following: Additional MySQL ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-model-handles.html
When ML_TRAIN trains a model, you have the option to specify a name for the model, which is the model handle. If you do not specify a model handle name, a model handle is automatically generated that is based on the database name, input table name, ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-prepare-data-split.html
As of MySQL 9.4.1, you can automatically create training and testing datasets with the TRAIN_TEST_SPLIT routine. Overview The TRAIN_TEST_SPLIT routine takes your datasets and prepares new tables for training and testing machine learning models. Two ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-supported-data-types.html
MySQL HeatWave AutoML has the following limitations for text usage: The ML_PREDICT_TABLE ml_results column contains the prediction results and the data. MySQL HeatWave AutoML does not support text columns with NULL values. MySQL HeatWave AutoML does ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-training-a-forecasting-model.html
After preparing the data for a forecasting model, you can train the model. Before You Begin Requirements for Forecasting Training Forecasting Options Unsupported Routines Train Model What's Next Before You Begin Review and complete all the tasks to ...